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Root cause: ai-analysis-worker read llmResult.explanation and llmResult.toxicityScore — fields the LLM pipeline never produces (canonical AnalysisResult uses analysis/score). Every message fell back to the bare template "Tidak ada indikasi pelanggaran." and the stored score was always 0. - Map analysis/score correctly; fallback now quotes the message content - Prompt: ban generic analysis phrasing, require reply context - LLM context: include replied-to message content (metadata.reference) so the model can explain what the user is replying to - Frontend: show thread/channel names from metadata instead of raw IDs (message card, detail views, search overlay); detail panel now displays the ai_analysis text - Auto-delete log/DM include the descriptive analysis as the reason